{"citations":{"source_mix":{"company_owned":23,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":3},"total_sources":43,"unique_domain_count":26},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Market Intelligence Platforms Overall","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms","subject":"Ahrefs","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Ahrefs","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Ahrefs","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/intelligence-platforms/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/intelligence-platforms/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-B8D44387B21E","title":"Ahrefs for AI Market Intelligence Platforms: AI Consensus Fit Review"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-18 14:00:15.960149+00","research_date":"2026-09-18","source_snapshot_sha256":"a40fb3e68f3584ade3b1c79a565a064d6415561fab6d8da77ac42d9ca1340a8a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":7,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ahrefs is a good, not strong, fit for AI Market Intelligence Platforms. Two of the seven platforms in this study named Ahrefs during the ranking stage — OpenAI (rank 6) and DeepSeek (rank 7) — giving it an average listed rank of 6.5 and a 28.6% share of included platform responses. The strongest reason to consider it is Brand Radar's search-backed AI visibility index, which tracks brand mentions, citations, cited pages, and AI Share of Voice across major public AI answer surfaces and connects them to SEO data. The main limitation is that Ahrefs is an SEO platform with an AI visibility layer,…","target_buyer":"Companies seeking AI Market Intelligence Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Data on which companies AI systems recommend","recommendation share","citation share","competitor performance","influential sources","citation architecture","platform differences","and historical market changes"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-overall","title":"Best AI Market Intelligence Platforms Overall","use_case":"AI Market Intelligence Platforms"}}